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MCP Servers

Discover awesome MCP servers.

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Gitscrum Studio Mcp Server

gitscrum-core

GitScrum Studio MCP server for AI-powered project management. 29 tools covering tasks, sprints, time tracking, invoicing, proposals, client workflows, analytics, standups, wikis, and discussions. Supports 160+ operations with built-in OAuth device flow authentication.

Other

🌤️ MCP Weather Server (TypeScript)

lahiruCirclebook

Media & Design

Elsas Security Intelligence

romans-repos

Daily, Ed25519-signed security intelligence for AI-agent stacks: CVEs, supply-chain incidents and advisories (GHSA/CISA-KEV/OSV/NVD + national-CERT) assessed for MCP/LLM-proxy impact, cross-validated and signed. Paid via x402 ($0.10 USDC on Base); free sample, list_available, che

Developer Tools

Python MSSQL MCP Server

david-ruffin

MCP Server for MSSQL Integration

Databases

Raindrop.io MCP Server (Go)

anarcher

Other

Hap Mcp

mingdaocloud

HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables

Other
FM

FLOX MCP Server

FLOX-Foundation

MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators, place orders, and query PnL from Claude/Cursor.

Developer Tools

Remote MCP Server on Cloudflare

shixixiyue

Cloud & Infrastructure

Apollo.io MCP Server

edwardchoh

MCP server that exposes the Apollo.io API functionalities as tools

Other

Effect CLI - Model Context Protocol

jpowersdev

MCP Servers, exposed as a CLI tool

Developer Tools

mcp-wdpcameracontrol-server MCP Server

radial-hks

Other
MQ

Mcp Quiz Generator

kkjzio

A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.

Developer Tools

Aider MCP WebSocket Server

larock22

WebSocket server that exposes Aider's AI coding capabilities through the Model Context Protocol (MCP) for programmatic access

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

spontaneous-order

Developer Tools

Wikipedia Summarizer MCP Server

codingaslu

An MCP (Model Context Protocol) server that fetches and summarizes Wikipedia articles using Ollama LLMs, accessible via both command-line and Streamlit interfaces. Perfect for quickly extracting key information from Wikipedia without reading entire articles.

Other

gotoHuman MCP Server

andyciggy

Other

MCP Lightsail Deployment Server

Bayesian4042

Cloud & Infrastructure

Building a Remote MCP Server on Cloudflare (Without Auth)

irvinebroque

Developer Tools
BP

Brazil Payments Mcp

junter1989k-ai

Elasticsearch MCP Server

setyolegowo

Databases

mcp-server

Sridevi17j

Other

Hubble Ai Mcp

adaHubble

MCP server for solana data analysis.

Other

ArxivAutoJob

SamYuan1990

This repo just collect arxiv paper with [arxiv_mcp_project](

Data & Analytics
WM

Warpgbm Mcp

jefferythewind

Other
GP

Georgia Payments Mcp

junter1989k-ai

MCP Agent

allanbrewer

LLM agent to connect with MCP servers

AI & Agents

BioMed-MCP-Server

JackKuo666

A MCP Server for biomedical Literature Database

Other

DeepSource MCP Server

sapientpants

Model Context Protocol (MCP) server for DeepSource

Other

AI HueBot

EthanSK

Control your Philips Hue lights with AI. MCP server for setting vibes, saving favorites, and learning your lighting preferences.

Other

@orbit-logistics/notion-mcp-server

MCP-Mirror

Mirror of

Memory & Knowledge

Load GitHub token from environment or set manually

jatinnahar15

Repository created via custom MCP Python server

Developer Tools

git-mcp

wricardo

MCP server to interact with a git repository

Version Control
EM

Elementor MCP

aguaitech

This is a simple MCP server for Elementor. It is used to perform CRUD operations on the Elementor data for a given page.

Other

Syntitan

cubigcorp

Syntitan MCP server — connect Claude and other MCP clients to Syntitan, the AI-Ready Data Platform that fills the missing layer between enterprise data management and AI execution.

Other
SP

Scientific Paper Harvester Mcp Server

benedict2310

A Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from arXiv and OpenAlex.

Data & Analytics
AG

Ask Gemini Mcp

Lykhoyda

AI & Agents

Cloud Ai Wallet

browtastic

MCP server for AI agent research — captures LLM reasoning, model identity, and feedback via schema injection

AI & Agents

ProjectBrain MCP

9-Trinkets

ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-message tools for persistent AI project management.

Other

ms-creator-mcp-server

Dosugamea

makeshop クリエイターモード用 MCPサーバー (非公式)

Other

SQLite-Anet-MCP Server

marekkucak

SQLite-Anet-MCP Server A blazing-fast, Rust-powered SQLite server for AI agents—speak JSON-RPC, store insights, and manage your database like a pro.

Databases

MCP-Compose-Proxy-Shim

phildougherty

Trick claude desktop into using remote mcp servers with mcp-compose

Other

Databases_mcp_server

jaiganesh-23

Created a MCP Server that connects to databases(currently sqlite, mysql) and perform queries on them automatically with natural language.

Databases

MCP-SSE-updated

biswapm

created from MCP server demo

Other
ST

Solana Trade Mcp Server

WonderLand33

A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Solana network.

Other

Pandemic Supply Chain Cascade

apifyforge

Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.

Other
E,

Eqsl ,cp

qso-graph

Other

CodeAlive

CodeAlive-AI

Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat completions that leverage deep understanding of entire codebases including documentation and dependencies.

Memory & Knowledge
TM

Teradata MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Teradata (beta)](https://www.cdata.com/download/download.aspx?sku=OTZK-V&type=beta).

Other
DT

Defi Trading Mcp

edkdev

DeFi Trading Agent MCP Server

Finance & Commerce

n8n AI Agent for DVM MCP

r0d8lsh0p

An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.

AI & Agents

Humanrail

prime001

MCP server for HumanRail — route tasks requiring human judgment to vetted workers from any AI agent

Other

CloudBase AI ToolKit

TencentCloudBase

为微信小程序和全栈应用提供一站式后端服务 One-stop backend services for WeChat Mini-Programs and full-stack apps

Developer Tools

Weather MCP Server

choatehall

A weather MCP server that provides weather forecasts and alerts using the National Weather Service API

Media & Design

Ai Photo Editor Mcp Server

rocnubie

Best AI Photo Editor (bestaiphotoeditor.app) is a browser-based photo editing and image generation platform that brings together more than 40 AI models under one roof. Users can remove backgrounds, swap faces, enhance resolution, generate images from text prompts, and even produc

Other

mcp-github-server

emrum01

GitHub APIを使用したModel Context Protocolサーバーの実装

Version Control

Higher Education Risk

apifyforge

Higher education risk intelligence for any university, college, or for-profit institution — delivered through the Model Context Protocol. This MCP server connects your AI assistant to 8 live data sources and returns structured risk assessments covering accreditation standing, res

Other
DM

Devhelm Mcp Server

devhelmhq

MCP server for uptime monitoring, incident management, alerting, and dependency status tracking. Gives AI agents tools to create and manage HTTP/DNS/TCP/ICMP monitors, handle incidents, configure alert channels, and query third-party service health.

Developer Tools

Art Institute of Chicago MCP Server

mikechao

A Model Context Protocol (MCP) server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource.

Other

MCP Appium Server

Rsec08

MCP SERVER for appium

Other

Rackspace Spot

rackspace-spot

Kubernetes on the cheapest managed compute available — run Rackspace Spot from your AI agent.

Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.